Is AIS based misbehavior detection suitable for wireless sensor networks?

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Authors

  • Martin Drozda
  • Sven Schaust
  • Helena Szczerbicka

Research Organisations

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Details

Original languageEnglish
Title of host publication2007 IEEE Wireless Communications and Networking Conference, WCNC 2007
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3128-3133
Number of pages6
ISBN (print)1424406595, 9781424406593
Publication statusPublished - 2007
Event2007 IEEE Wireless Communications and Networking Conference, WCNC 2007 - Kowloon, China
Duration: 11 Mar 2007 → 15 Mar 2007

Publication series

NameIEEE Wireless Communications and Networking Conference, WCNC
ISSN (Print)1525-3511
ISSN (electronic)1558-2612

Abstract

Sensor networks are a flavor of ad hoc wireless networks with limited computational capabilities. The task to protect such networks against misbehavior is therefore more complicated as any detection mechanism has to be simple and efficient. We employed mechanisms based on Artificial immune systems (AIS) in order to detect misbehavior. We conclude that AIS based misbehavior detection offers a decent detection performance at a very low computational cost. We show that misbehavior detection when applied at both the MAC and network layers may still not be sufficient, instead it will be necessary to extend it to layers with end-to-end connection information; this would also allow for classifying misbehavior by its potential to cause harm. These results have a direct impact on the design of AIS for sensor networks and on engineering of sensor networks.

ASJC Scopus subject areas

Cite this

Is AIS based misbehavior detection suitable for wireless sensor networks? / Drozda, Martin; Schaust, Sven; Szczerbicka, Helena.
2007 IEEE Wireless Communications and Networking Conference, WCNC 2007. Institute of Electrical and Electronics Engineers Inc., 2007. p. 3128-3133 4204754 (IEEE Wireless Communications and Networking Conference, WCNC).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Drozda, M, Schaust, S & Szczerbicka, H 2007, Is AIS based misbehavior detection suitable for wireless sensor networks? in 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007., 4204754, IEEE Wireless Communications and Networking Conference, WCNC, Institute of Electrical and Electronics Engineers Inc., pp. 3128-3133, 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007, Kowloon, China, 11 Mar 2007. https://doi.org/10.1109/WCNC.2007.578
Drozda, M., Schaust, S., & Szczerbicka, H. (2007). Is AIS based misbehavior detection suitable for wireless sensor networks? In 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007 (pp. 3128-3133). Article 4204754 (IEEE Wireless Communications and Networking Conference, WCNC). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WCNC.2007.578
Drozda M, Schaust S, Szczerbicka H. Is AIS based misbehavior detection suitable for wireless sensor networks? In 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007. Institute of Electrical and Electronics Engineers Inc. 2007. p. 3128-3133. 4204754. (IEEE Wireless Communications and Networking Conference, WCNC). doi: 10.1109/WCNC.2007.578
Drozda, Martin ; Schaust, Sven ; Szczerbicka, Helena. / Is AIS based misbehavior detection suitable for wireless sensor networks?. 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007. Institute of Electrical and Electronics Engineers Inc., 2007. pp. 3128-3133 (IEEE Wireless Communications and Networking Conference, WCNC).
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